Some experiments with tennis player aging curves using Hilbert space GPs in PyMC. Only experimental for now.

Related tags

Deep Learning hilbert_aging_pymc
Overview

NOTE: This is still being developed!

Setup notes

This document uses Jeff Sackmann's tennis data. You can obtain it as follows:

git clone https://github.com/JeffSackmann/tennis_atp.git

Requirements that can be installed using pip are listed in requirements.txt. Please install these first.

Once these are done, here are the steps I followed to setup PyMC v4 with JAX support:

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Martin Ingram
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Martin Ingram
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